CN107797073A - Dynamic lithium battery group real-time monitoring system and its monitoring method - Google Patents

Dynamic lithium battery group real-time monitoring system and its monitoring method Download PDF

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Publication number
CN107797073A
CN107797073A CN201711173285.9A CN201711173285A CN107797073A CN 107797073 A CN107797073 A CN 107797073A CN 201711173285 A CN201711173285 A CN 201711173285A CN 107797073 A CN107797073 A CN 107797073A
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China
Prior art keywords
data
lithium battery
module
battery group
unit
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Withdrawn
Application number
CN201711173285.9A
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Chinese (zh)
Inventor
张智
赵小亮
胡迎风
施向东
周孝健
易兵兵
杨运
李成庆
苏同皖
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Bengbu Yingtong Industrial Design Co ltd
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Anhui Zero Amperex Technology Ltd
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Priority to CN201711173285.9A priority Critical patent/CN107797073A/en
Publication of CN107797073A publication Critical patent/CN107797073A/en
Withdrawn legal-status Critical Current

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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/36Arrangements for testing, measuring or monitoring the electrical condition of accumulators or electric batteries, e.g. capacity or state of charge [SoC]
    • G01R31/382Arrangements for monitoring battery or accumulator variables, e.g. SoC

Abstract

The invention discloses a kind of dynamic lithium battery group real-time monitoring system, including lithium battery group, information acquisition module, data monitoring module, battery pack control module, communication module and host computer and display screen.The invention also discloses a kind of dynamic lithium battery method for real-time monitoring, including establishing lithium battery management system, information acquisition module carries out data acquisition, and data monitoring module carries out comparing analysis, display screen display carries out data and shown, related data is handled accordingly by host computer.The present invention carries out every data acquisition by information acquisition module lithium battery group, intelligent decision is realized by comparing, realize real-time battery pack monitoring, the processing of simple problem can be carried out using vehicle-mounted instrument when battery pack breaks down, there is provided more preferable Consumer's Experience and the safety for making measure guarantee lithium battery in time by monitoring.

Description

Dynamic lithium battery group real-time monitoring system and its monitoring method
Technical field
The present invention relates to technical field of electronic control, specially a kind of dynamic lithium battery group real-time monitoring system and its monitoring Method.
Background technology
New-energy automobile occupies more focus in automotive field at present, and the ecology potential of electric automobile must turn into automobile industry In a unexpected rival, develop with the technology of power system of electric automobile, the power supply safety of Full Vehicle System becomes further skill Art is reformed, particularly the monitoring technology of battery.
Existing patent CN104638718A provides a kind of battery of electric vehicle intelligent management system and method.The system includes Mobile handheld terminal, remote computer terminal and battery monitoring device, battery monitoring device include CPU, battery management Control module, monomer battery voltage acquisition interface, current detection module, switch module, memory cell, wireless communication module and temperature Sensor is spent, battery of electric vehicle, current detection module, switch module and load in series are into a loop, the control of switch module End electrically connects with battery management control modules, and current detection module electrically connects with battery management control modules, and cell passes through Monomer battery voltage acquisition interface electrically connects with battery management control modules, CPU respectively with memory cell, wireless Communication module, temperature sensor and battery management control modules electrical connection.The technological merit is by mobile handheld terminal energy The situation of battery of electric vehicle is connected in real time, and the monitoring to battery of electric vehicle is relatively simple, but the technology is electric car electricity In cell monitoring, the more electric automobile suitable for static is only capable of providing and understands or instruct in advance in the vehicle in traveling Where the problem of battery, because battery belongs to field of electronic systems, in general manual operations can not solve subproblem, including nothing Method release battery because it is simple the reason for produced problem, cause battery pack to be damaged completely.
Prior art CN106025399A, which provides a kind of automobile storage battery monitoring method and system, this method, to be included:Thanks to Electric data recording process and power shortage reason determination process, when electric on vehicle, the magnitude of voltage of battery is obtained, and according to battery Magnitude of voltage judge current battery whether power shortage, if battery is in power shortage state, store current time and magnitude of voltage;When When vehicle-state changes, current time and the residual electric quantity of battery are obtained, and stored;According to the correlation of storage Data determine power shortage reason.The technological merit is due to the power shortage data under storage different vehicle state, according to losing for record Electric data determine the reason for power shortage occurs for battery.But the technology is only limitted to battery relative to the monitoring of automobile storage battery Power shortage state, temperature anomaly, Current Voltage for battery pack do not have systematic judgement and processing method extremely.
The content of the invention
In order to overcome battery monitor system imperfection, monitoring method in existing background technology not cause battery pack loss comprehensively Rate is high, ignores monitoring and the problem of more convenient Consumer's Experience that debugging combined technology is brought, the invention provides one Kind dynamic lithium battery group real-time monitoring system, including:
Lithium battery group, information acquisition module, data monitoring module, battery pack control module and communication module, its feature exist In:
Described information acquisition module is electrically connected with the lithium battery group, special for gathering each item data of the lithium battery group Sign, it, which includes information, includes single battery core voltage acquisition unit, battery set charge/discharge current acquisition unit and battery core temperature acquisition Unit;
The data monitoring module is electrically connected with described information acquisition module, for by each item data of the lithium battery group with Default labeled data is compared, and it includes temperature detecting unit, current detecting unit and voltage detection unit;
The battery pack control module is electrically connected with the data monitoring module, for electric to the lithium according to data message Pond group corresponding data is adjusted, and it includes heating refrigeration administrative unit, charge and discharge protecting control unit and battery core balanced management Unit;
The communication module includes CAN communication module and RS485 communication modules, and the battery pack control module passes through respectively CAN communication module communication connects display screen and communicates connection host computer by RS485 communication modules, for showing lithium battery group number It is believed that cease and data regulation is carried out to lithium battery group using host computer.
Preferably, the lithium battery group is electrically connected with the single battery core voltage acquisition unit, battery set charge/discharge electric current Collecting unit and battery core temperature collecting cell.
Preferably, the voltage detection unit is electrically connected with the single battery core voltage acquisition unit, the current detecting Unit is electrically connected with the battery set charge/discharge current acquisition unit, and the temperature detecting unit is electrically connected with the battery core temperature Collecting unit.
Preferably, the heating refrigeration administrative unit is electrically connected with the temperature detecting unit, for adjusting battery core temperature, The charge and discharge protecting control unit is electrically connected with the current detecting unit, described for regulating cell group charging and discharging currents Battery core balanced management unit is electrically connected with the voltage detection unit, for adjusting single battery core voltage.
Preferably, the CAN communication module is electrically connected with temperature detecting unit, current detecting unit, voltage detection unit And display screen, for the temperature of lithium battery, electric current and information of voltage to be shown on a display screen, the RS485 communication modules electricity Property connection heating refrigeration administrative unit, charge and discharge protecting control unit, battery core balanced management unit and host computer, for by Position machine sends a command to battery pack control module and the temperature of lithium battery group, electric current and voltage data is adjusted accordingly, should Host computer includes vehicle-mounted instrument.
A kind of dynamic lithium battery group method for real-time monitoring, comprises the following steps:
S1, establish lithium battery management system;
S2, information acquisition module carry out the detection of each item data to lithium battery;
S3, data monitoring module carry out comparing analysis according to the testing result of information acquisition module;
S4, the testing result for showing on-screen-display message acquisition module and data monitoring modular analysis result;
S5, according to the information on display screen related data is handled accordingly by host computer.
Preferably, described information acquisition module carries out the detection of each item data to lithium battery including passing through single battery core voltage Collecting unit carries out voltage data collection to the single lithium battery in lithium battery group, passes through battery set charge/discharge current acquisition unit Current data in lithium battery group charge and discharge process is acquired, by battery core temperature collecting cell to the single lithium of lithium battery group Battery temperature data is acquired.
Preferably, the data monitoring module carries out comparing analysis according to the testing result of information acquisition module includes The default normal data of data monitoring module calls is compared with the data that information acquisition module collects, and by comparison result It is sent to by CAN communication module on display screen.
Preferably, the analysis result bag of the testing result of the display on-screen-display message acquisition module and data monitoring modular Include when the preset data that data detection module is transferred has certain numerical value difference with the data collected, display screen display alarm is used The warning information at family.
Preferably, the information according on display screen is included upper by host computer to the corresponding processing of related data progress Machine sends regulating command by RS485 communication modules and carries out corresponding data regulation to battery pack control module.
Compared with prior art, the beneficial effects of the invention are as follows:By information acquisition module to single battery core voltage, battery Group charging and discharging currents and battery core temperature carry out data acquisition respectively, and realization intelligence is compared by default data standard and sentences It is disconnected, alarm is sent according to judged result automatically, even if can also find battery failures information in time when driving, realizes reality When battery pack monitoring.After intelligent decision, the simple questions such as local cell temperature exception can be entered using vehicle-mounted instrument Row processing, there is provided more preferable Consumer's Experience and pass through monitoring and make the safety that measure ensures lithium battery in time.
Brief description of the drawings
Fig. 1 is the system block diagram of dynamic lithium battery group real-time monitoring system of the present invention;
Fig. 2 is the structural representation of dynamic lithium battery group real-time monitoring system information acquisition module of the present invention;
Fig. 3 is the structural representation of dynamic lithium battery group real-time monitoring system data monitoring modular of the present invention;
Fig. 4 is the structural representation of dynamic lithium battery group real-time monitoring system battery pack control module of the present invention;
Fig. 5 is the structural representation of dynamic lithium battery group real-time monitoring system of the present invention;
Fig. 6 is the block diagram of dynamic lithium battery group method for real-time monitoring of the present invention;
Fig. 7 is the method flow diagram of dynamic lithium battery group method for real-time monitoring of the present invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete Site preparation describes, it is clear that described embodiment is only part of the embodiment of the present invention, rather than whole embodiments.It is based on Embodiment in the present invention, those of ordinary skill in the art are obtained every other under the premise of creative work is not made Embodiment, belong to the scope of protection of the invention.
As shown in Fig. 1 and Fig. 5, a kind of dynamic lithium battery group real-time monitoring system, including lithium battery group, information gathering mould Block, data monitoring module, battery pack control module and communication module.
Information acquisition module is electrically connected with lithium battery group, and for gathering lithium battery group items data characteristics, it includes information Including single battery core voltage acquisition unit, battery set charge/discharge current acquisition unit and battery core temperature collecting cell.
Data monitoring module is electrically connected with information acquisition module, for by each item data of lithium battery group and default labeled data It is compared, it includes temperature detecting unit, current detecting unit and voltage detection unit.
Battery pack control module be electrically connected with data monitoring module, for according to data message to lithium battery group corresponding data It is adjusted, it includes heating refrigeration administrative unit, charge and discharge protecting control unit and battery core balanced management unit.
Communication module includes CAN communication module and RS485 communication modules, battery pack control module pass through CAN communication respectively Module communication connects display screen and communicates connection host computer by RS485 communication modules, for showing lithium battery group data message And data regulation is carried out to lithium battery group using host computer.
As shown in Figure 2 and Figure 5, lithium battery group is electrically connected with single battery core voltage acquisition unit, battery set charge/discharge electric current Collecting unit and battery core temperature collecting cell.
As shown in Figure 3 and Figure 5, voltage detection unit is electrically connected with single battery core voltage acquisition unit, current detecting unit Battery set charge/discharge current acquisition unit is electrically connected with, temperature detecting unit is electrically connected with battery core temperature collecting cell.
As shown in Figure 4 and Figure 5, heating refrigeration administrative unit is electrically connected with temperature detecting unit, for adjusting battery core temperature, Charge and discharge protecting control unit is electrically connected with current detecting unit, for regulating cell group charging and discharging currents, battery core balanced management Unit is electrically connected with voltage detection unit, for adjusting single battery core voltage.
As shown in figure 5, CAN communication module be electrically connected with temperature detecting unit, current detecting unit, voltage detection unit and Display screen, for the temperature of lithium battery, electric current and information of voltage to be shown on a display screen, RS485 communication modules are electrically connected with Heating refrigeration administrative unit, charge and discharge protecting control unit, battery core balanced management unit and host computer, for being sent out by host computer Instruction is sent to be adjusted accordingly to the temperature of lithium battery group, electric current and voltage data to battery pack control module, host computer bag Include vehicle-mounted instrument.
As shown in Figure 6 and Figure 7, a kind of dynamic lithium battery group method for real-time monitoring, comprises the following steps:
S1, establish lithium battery management system;
S2, information acquisition module carry out the detection of each item data to lithium battery;
S3, data monitoring module carry out comparing analysis according to the testing result of information acquisition module;
S4, the testing result for showing on-screen-display message acquisition module and data monitoring modular analysis result;
S5, according to the information on display screen related data is handled accordingly by host computer.
The detection that information acquisition module carries out each item data to lithium battery includes passing through single battery core voltage acquisition unit pair Single lithium battery in lithium battery group carries out voltage data collection, by battery set charge/discharge current acquisition unit to lithium battery group Current data in charge and discharge process is acquired, by battery core temperature collecting cell to the single lithium battery temperature number of lithium battery group According to being acquired.
Data monitoring module carries out comparing analysis according to the testing result of information acquisition module includes data monitoring mould The data that block transfers default normal data with information acquisition module collects are compared, and comparison result is led to by CAN News module is sent on display screen.
Show that the testing result of on-screen-display message acquisition module and the analysis result of data monitoring modular are included when data are examined When the data surveyed the preset data of module calls and collected have certain numerical value difference, the alarm signal of display screen display alarm user Breath.
Host computer is included to the corresponding processing of related data progress by host computer according to the information on display screen and passes through RS485 Communication module sends regulating command and carries out corresponding data regulation to battery pack control module.
After the single battery core voltage that single battery core voltage acquisition unit collects is delivered to voltage detection unit, voltage inspection Survey unit the data are compared with standard voltage data, when the error between the voltage data and normal voltage collected is remote During beyond default error range, now single battery core voltage occurs abnormal, and data monitoring module adopts abnormal conditions and information The data that collection unit collects are sent to display screen by CAN communication module and shown, and by abnormal conditions in display screen Upper display warning information.Now, according to the abnormal voltage data of display screen display, carried out using vehicle-mounted host computer simple pre- Processing, i.e. host computer transmit instruction to the battery core balanced management unit of battery pack control module to the single battery core by RS485 Power down process is carried out, to ensure that dynamical system can still work and the abnormal single battery core is protected, is avoided further Damage.
When the battery set charge/discharge electric current that battery set charge/discharge current acquisition unit collects is delivered to current detecting unit Afterwards, the data are compared current detecting unit with normalized current data, when the current data and normalized current collected it Between error far beyond default error range when, now battery set charge/discharge occurs abnormal, and data monitoring module is by abnormal feelings The data that condition and information acquisition unit collect are sent to display screen by CAN communication module and shown, and by abnormal feelings Condition shows warning information on a display screen.Now, according to the abnormal current data of display screen display, entered using vehicle-mounted host computer The simple pretreatment of row, i.e. host computer transmit instruction to the charge and discharge protecting control unit of battery pack control module by RS485 Power down process is carried out to lithium battery group, to avoid the further damage of lithium battery group.
After the single battery core temperature that battery core temperature collecting cell collects is delivered to temperature detecting unit, temperature detection list Member the data are compared with normal temperature data, when the error between the temperature data and normal temperature collected far beyond During default error range, now single battery core temperature occurs abnormal, and data monitoring module is by abnormal conditions and information gathering list The data that member collects are sent to display screen by CAN communication module and shown, and abnormal conditions are shown on a display screen Show warning information.Now, according to the abnormal temperature data of display screen display, simple pre- place is carried out using vehicle-mounted host computer Reason, i.e. host computer transmit instruction to the heating refrigeration administrative unit of battery pack control module by RS485 and the single battery core are entered Row heating or refrigeration processing, promote the single battery core to reach normal working temperature and ensure dynamical system steady operation.
Finally it should be noted that:The preferred embodiments of the present invention are these are only, are not intended to limit the invention, although The present invention is described in detail with reference to the foregoing embodiments, for those skilled in the art, it still can be right Technical scheme described in foregoing embodiments is modified, or to which part technical characteristic carry out equivalent substitution, it is all Within the spirit and principles in the present invention, any modification, equivalent substitution and improvements made etc., the protection of the present invention should be included in Within the scope of.

Claims (10)

1. a kind of dynamic lithium battery group real-time monitoring system, including lithium battery group, information acquisition module, data monitoring module, electricity Pond group control module and communication module, it is characterised in that:
Described information acquisition module is electrically connected with the lithium battery group, for gathering the lithium battery group items data characteristics, its Include single battery core voltage acquisition unit, battery set charge/discharge current acquisition unit and battery core temperature collecting cell including information;
The data monitoring module is electrically connected with described information acquisition module, for by each item data of the lithium battery group with it is default Labeled data is compared, and it includes temperature detecting unit, current detecting unit and voltage detection unit;
The battery pack control module is electrically connected with the data monitoring module, for according to data message to the lithium battery group Corresponding data is adjusted, and it includes heating refrigeration administrative unit, charge and discharge protecting control unit and battery core balanced management unit;
The communication module includes CAN communication module and RS485 communication modules, and the battery pack control module passes through CAN respectively Communication module communication connects display screen and communicates connection host computer by RS485 communication modules, for showing lithium battery group data Information and use host computer carry out data regulation to lithium battery group.
A kind of 2. dynamic lithium battery group real-time monitoring system according to claim 1, it is characterised in that the lithium battery group It is electrically connected with the single battery core voltage acquisition unit, battery set charge/discharge current acquisition unit and battery core temperature collecting cell.
A kind of 3. dynamic lithium battery group real-time monitoring system according to claim 1, it is characterised in that the voltage detecting Unit is electrically connected with the single battery core voltage acquisition unit, and the current detecting unit is electrically connected with the battery set charge/discharge Current acquisition unit, the temperature detecting unit are electrically connected with the battery core temperature collecting cell.
A kind of 4. dynamic lithium battery group real-time monitoring system according to claim 1, it is characterised in that the heating refrigeration Administrative unit is electrically connected with the temperature detecting unit, and for adjusting battery core temperature, the charge and discharge protecting control unit is electrical The current detecting unit is connected, for regulating cell group charging and discharging currents, the battery core balanced management unit is electrically connected with institute Voltage detection unit is stated, for adjusting single battery core voltage.
A kind of 5. dynamic lithium battery group real-time monitoring system according to claim 1, it is characterised in that the CAN communication Module is electrically connected with temperature detecting unit, current detecting unit, voltage detection unit and display screen, for by the temperature of lithium battery Degree, electric current and information of voltage show that on a display screen the RS485 communication modules are electrically connected with heating refrigeration administrative unit, filled Discharge prevention control unit, battery core balanced management unit and host computer, for sending a command to battery pack control by host computer Module is adjusted accordingly to the temperature of lithium battery group, electric current and voltage data, wherein, the host computer includes vehicle-mounted instrument.
6. a kind of dynamic lithium battery group method for real-time monitoring, it is characterised in that comprise the following steps:
S1, establish lithium battery management system;
S2, information acquisition module carry out the detection of each item data to lithium battery;
S3, data monitoring module carry out comparing analysis according to the testing result of information acquisition module;
S4, the testing result for showing on-screen-display message acquisition module and data monitoring modular analysis result;
S5, according to the information on display screen related data is handled accordingly by host computer.
7. a kind of dynamic lithium battery group method for real-time monitoring according to claim 6, it is characterised in that described information gathers The detection that module carries out each item data to lithium battery is included by single battery core voltage acquisition unit to single in lithium battery group Lithium battery carries out voltage data collection, by battery set charge/discharge current acquisition unit to the electricity in lithium battery group charge and discharge process Flow data is acquired, and the single lithium battery temperature data of lithium battery group is acquired by battery core temperature collecting cell.
A kind of 8. dynamic lithium battery group method for real-time monitoring according to claim 6, it is characterised in that the data monitoring Module carries out comparing analysis according to the testing result of information acquisition module includes the default standard of data monitoring module calls Data are compared with the data that information acquisition module collects, and comparison result is sent into display by CAN communication module On screen.
A kind of 9. dynamic lithium battery group method for real-time monitoring according to claim 6, it is characterised in that the display screen display Show that the testing result of information acquisition module and the analysis result of data monitoring modular are included when what data detection module was transferred presets When data have certain numerical value difference with the data collected, the warning information of display screen display alarm user.
10. a kind of dynamic lithium battery group method for real-time monitoring according to claim 6, it is characterised in that described according to display Information on screen includes host computer to the corresponding processing of related data progress by host computer and passes through RS485 communication modules transmission tune Section instruction carries out corresponding data regulation to battery pack control module.
CN201711173285.9A 2017-11-22 2017-11-22 Dynamic lithium battery group real-time monitoring system and its monitoring method Withdrawn CN107797073A (en)

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Cited By (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108400397A (en) * 2018-03-29 2018-08-14 中科创能实业有限公司 Battery management system and platform
CN108674226A (en) * 2018-05-18 2018-10-19 华中科技大学 A kind of lithium battery balanced management system based on half platform in kind
CN108761337A (en) * 2018-05-03 2018-11-06 自贡同发荣实业有限公司 A kind of lithium battery management system
CN109286048A (en) * 2018-10-31 2019-01-29 无锡艾立德智能科技有限公司 A kind of novel lithium battery management system
CN109703413A (en) * 2018-12-22 2019-05-03 北京工业大学 A kind of enhanced battery management system
CN109884547A (en) * 2019-02-20 2019-06-14 重庆长安新能源汽车科技有限公司 A kind of detection method, system and the associated component of temperaturing lifting abnormality mould group
CN110568365A (en) * 2019-08-08 2019-12-13 深圳职业技术学院 lithium battery monitoring system
CN111211364A (en) * 2020-01-13 2020-05-29 张家港莫特普数据科技有限公司 Battery cell, battery cell monitoring module and chip thereof
CN111381165A (en) * 2018-12-28 2020-07-07 重庆峘能电动车科技有限公司 Vehicle power battery monitoring method, device and platform
CN111614635A (en) * 2020-04-30 2020-09-01 南京理工大学 Battery state information acquisition system based on 4G wireless communication
CN111917840A (en) * 2020-07-15 2020-11-10 唐山学院 Remote communication information processing method and system for lithium battery
CN112331940A (en) * 2020-11-13 2021-02-05 河北零点新能源科技有限公司 Novel lithium battery thermal management system
CN112666466A (en) * 2019-10-16 2021-04-16 西南科技大学 Method for monitoring key parameters of power lithium battery pack in real time
CN112731186A (en) * 2020-12-15 2021-04-30 宝能(西安)汽车研究院有限公司 Battery pack safety early warning system, vehicle and early warning control method
CN113542085A (en) * 2021-06-28 2021-10-22 杭州富特科技股份有限公司 Method for rapid fault protection diagnosis of vehicle-mounted power supply
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CN111703335B (en) * 2020-06-23 2024-04-26 江苏淮海新能源车辆有限公司 Single-bus communication system of low-speed lithium electric vehicle and control method

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CN108400397A (en) * 2018-03-29 2018-08-14 中科创能实业有限公司 Battery management system and platform
CN108761337A (en) * 2018-05-03 2018-11-06 自贡同发荣实业有限公司 A kind of lithium battery management system
CN108674226A (en) * 2018-05-18 2018-10-19 华中科技大学 A kind of lithium battery balanced management system based on half platform in kind
CN109286048A (en) * 2018-10-31 2019-01-29 无锡艾立德智能科技有限公司 A kind of novel lithium battery management system
CN109703413A (en) * 2018-12-22 2019-05-03 北京工业大学 A kind of enhanced battery management system
CN111381165A (en) * 2018-12-28 2020-07-07 重庆峘能电动车科技有限公司 Vehicle power battery monitoring method, device and platform
CN109884547A (en) * 2019-02-20 2019-06-14 重庆长安新能源汽车科技有限公司 A kind of detection method, system and the associated component of temperaturing lifting abnormality mould group
CN109884547B (en) * 2019-02-20 2021-03-23 重庆长安新能源汽车科技有限公司 Detection method and system for abnormal temperature rise module and related components
CN110568365A (en) * 2019-08-08 2019-12-13 深圳职业技术学院 lithium battery monitoring system
CN112666466A (en) * 2019-10-16 2021-04-16 西南科技大学 Method for monitoring key parameters of power lithium battery pack in real time
CN111211364A (en) * 2020-01-13 2020-05-29 张家港莫特普数据科技有限公司 Battery cell, battery cell monitoring module and chip thereof
CN111614635A (en) * 2020-04-30 2020-09-01 南京理工大学 Battery state information acquisition system based on 4G wireless communication
CN113808296A (en) * 2020-06-12 2021-12-17 深圳市菲尼基科技有限公司 Low-speed lithium battery real-time monitoring method and big data platform
CN111703335B (en) * 2020-06-23 2024-04-26 江苏淮海新能源车辆有限公司 Single-bus communication system of low-speed lithium electric vehicle and control method
CN111917840B (en) * 2020-07-15 2023-02-03 唐山学院 Remote communication information processing method and system for lithium battery
CN111917840A (en) * 2020-07-15 2020-11-10 唐山学院 Remote communication information processing method and system for lithium battery
CN112331940A (en) * 2020-11-13 2021-02-05 河北零点新能源科技有限公司 Novel lithium battery thermal management system
CN112731186A (en) * 2020-12-15 2021-04-30 宝能(西安)汽车研究院有限公司 Battery pack safety early warning system, vehicle and early warning control method
CN113542085A (en) * 2021-06-28 2021-10-22 杭州富特科技股份有限公司 Method for rapid fault protection diagnosis of vehicle-mounted power supply
CN113542085B (en) * 2021-06-28 2022-08-02 浙江富特科技股份有限公司 Method for rapid fault protection diagnosis of vehicle-mounted power supply
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CN114079594B (en) * 2021-11-12 2023-09-01 上汽通用五菱汽车股份有限公司 Vehicle-mounted terminal data acquisition method, device and storage medium
CN114079594A (en) * 2021-11-12 2022-02-22 上汽通用五菱汽车股份有限公司 Data acquisition method and device for vehicle-mounted terminal and storage medium
CN115857397A (en) * 2022-11-30 2023-03-28 徐州科华能源科技有限公司 Monitoring management system for production and processing of aluminum-air battery

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